Ultra-short-term wind speed forecasting based on support vector machine with combined kernel function and similar data

Ultra-short-term wind speed forecasting based on support vector machine with combined kernel function and similar data

Abstract The accuracy of wind power prediction is very important for the stable operation of a power system. Ultra-short-term wind speed forecasting is an effective way to ensure real-time and accurate wind power prediction. In this paper, a short-term wind speed forecasting method based on a suppor...

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Bibliographic Details
Main Authors: Jian He, Jingle Xu
Format: Article
Language:English
Published: SpringerOpen 2019-11-01
Series:EURASIP Journal on Wireless Communications and Networking
Subjects:
Wind power
Ultra-short-term speed forecasting
Support vector machine
Compound kernel function
Similar data
Online Access:http://link.springer.com/article/10.1186/s13638-019-1559-1

Internet

http://link.springer.com/article/10.1186/s13638-019-1559-1

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